How to optimize this SQL query?
In case you have your own slow SQL query, you can optimize it automatically here.
For the query above, the following recommendations will be helpful as part of the SQL tuning process.
You'll find 3 sections below:
- Description of the steps you can take to speed up the query.
- The optimal indexes for this query, which you can copy and create in your database.
- An automatically re-written query you can copy and execute in your database.
The optimization process and recommendations:
- Create Optimal Indexes (modified query below): The recommended indexes are an integral part of this optimization effort and should be created before testing the execution duration of the optimized query.
- Explicitly ORDER BY After GROUP BY (modified query below): By default, the database sorts all 'GROUP BY col1, col2, ...' queries as if you specified 'ORDER BY col1, col2, ...' in the query as well. If a query includes a GROUP BY clause but you want to avoid the overhead of sorting the result, you can suppress sorting by specifying 'ORDER BY NULL'.
- Prefer Sorting/Grouping By The First Table In Join Order (modified query below): The database can use indexes more efficiently when sorting and grouping using columns from the first table in the join order. The first table is determined based on the prediction of the the optimal first table, and is not necessarily the first table shown in the FROM clause.
- Replace Join With Exists To Avoid Redundant Grouping (modified query below): When a joined table isn’t used anywhere other than in the WHERE clause, it's equivalent to an EXISTS subquery, which often performs better. In cases where the DISTINCT or GROUP BY clause contains only columns from the Primary key, they can be removed to further improve performance, as after this transformation, they are redundant.
Optimal indexes for this query:
ALTER TABLE `account` ADD INDEX `account_idx_account_number` (`account_number`);
ALTER TABLE `account_transaction` ADD INDEX `account_transactio_idx_transaction_id` (`transaction_code_id`);
ALTER TABLE `transaction_code` ADD INDEX `transaction_code_idx_id` (`id`);
The optimized query:
SELECT
t.id
FROM
account_transaction t
WHERE
(
EXISTS (
SELECT
1
FROM
transaction_code tc
JOIN
account a
WHERE
(
t.transaction_code_id = tc.id
)
AND (
t.account_number = a.account_number
)
)
)
GROUP BY
t.transaction_code_id
ORDER BY
NULL